Overview

Dataset statistics

Number of variables14
Number of observations233538
Missing cells36127
Missing cells (%)1.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory62.9 MiB
Average record size in memory282.4 B

Variable types

NUM9
CAT3
BOOL1
DATE1

Reproduction

Analysis started2020-04-26 12:47:32.830172
Analysis finished2020-04-26 12:49:09.043641
Versionpandas-profiling v2.6.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
TYPERENDE_DIAGNOSE_CD has a high cardinality: 1766 distinct values High cardinality
AANTAL_SUBTRAJECT_PER_ZPD is highly correlated with AANTAL_PAT_PER_ZPDHigh Correlation
AANTAL_PAT_PER_ZPD is highly correlated with AANTAL_SUBTRAJECT_PER_ZPDHigh Correlation
AANTAL_SUBTRAJECT_PER_DIAG is highly correlated with AANTAL_PAT_PER_DIAGHigh Correlation
AANTAL_PAT_PER_DIAG is highly correlated with AANTAL_SUBTRAJECT_PER_DIAGHigh Correlation
AANTAL_SUBTRAJECT_PER_SPC is highly correlated with AANTAL_PAT_PER_SPCHigh Correlation
AANTAL_PAT_PER_SPC is highly correlated with AANTAL_SUBTRAJECT_PER_SPCHigh Correlation
GEMIDDELDE_VERKOOPPRIJS has 36127 (15.5%) missing values Missing
AANTAL_SUBTRAJECT_PER_ZPD is highly skewed (γ1 = 20.87549947) Skewed
DATUM_BESTAND only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
PEILDATUM only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type

Variables

VERSIE
Boolean

CONSTANT
REJECTED
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.8 MiB
1
233538
ValueCountFrequency (%) 
1 233538 100.0%
 

DATUM_BESTAND
Categorical

CONSTANT
REJECTED
TYPE DATE
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.8 MiB
2020-04-24
233538
ValueCountFrequency (%) 
2020-04-24 233538 100.0%
 

Length

Max length10
Mean length10
Min length10
ValueCountFrequency (%) 
Decimal_Number 3 75.0%
 
Dash_Punctuation 1 25.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

PEILDATUM
Categorical

CONSTANT
REJECTED
TYPE DATE
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.8 MiB
2020-04-01
233538
ValueCountFrequency (%) 
2020-04-01 233538 100.0%
 

Length

Max length10
Mean length10
Min length10
ValueCountFrequency (%) 
Decimal_Number 4 80.0%
 
Dash_Punctuation 1 20.0%
 
ValueCountFrequency (%) 
Common 5 100.0%
 
ValueCountFrequency (%) 
ASCII 5 100.0%
 

JAAR
Date

Distinct count9
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.8 MiB
Minimum2012-01-01 00:00:00
Maximum2020-01-01 00:00:00
Histogram

BEHANDELEND_SPECIALISME_CD
Real number (ℝ≥0)

Distinct count27
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean422.5759405321618
Minimum301
Maximum8418
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum301
5-th percentile302
Q1305
median313
Q3322
95-th percentile361
Maximum8418
Range8117
Interquartile range (IQR)17

Descriptive statistics

Standard deviation924.108952
Coefficient of variation (CV)2.186847057
Kurtosis70.71843912
Mean422.5759405
Median Absolute Deviation (MAD)212.2822718
Skewness8.520739096
Sum98687540
Variance853977.3551
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 301. 301.5 302.5 303.5 304.5 ... 375.5 389.5 1145. 5159. 8418. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
305 33114 14.2%
 
313 30183 12.9%
 
303 26827 11.5%
 
330 18786 8.0%
 
316 15990 6.8%
 
308 11816 5.1%
 
324 9746 4.2%
 
306 9649 4.1%
 
301 9407 4.0%
 
304 7565 3.2%
 
Other values (17) 60455 25.9%
 
ValueCountFrequency (%) 
301 9407 4.0%
 
302 5017 2.1%
 
303 26827 11.5%
 
304 7565 3.2%
 
305 33114 14.2%
 
ValueCountFrequency (%) 
8418 3072 1.3%
 
1900 153 0.1%
 
390 575 0.2%
 
389 2548 1.1%
 
362 3797 1.6%
 

TYPERENDE_DIAGNOSE_CD
Categorical

HIGH CARDINALITY
Distinct count1766
Unique (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.8 MiB
101
 
980
402
 
954
301
 
926
403
 
926
203
 
880
Other values (1761)
228872
ValueCountFrequency (%) 
101 980 0.4%
 
402 954 0.4%
 
301 926 0.4%
 
403 926 0.4%
 
203 880 0.4%
 
201 876 0.4%
 
401 786 0.3%
 
404 775 0.3%
 
802 767 0.3%
 
409 753 0.3%
 
Other values (1756) 224915 96.3%
 

Length

Max length4
Mean length3.350152866
Min length2
ValueCountFrequency (%) 
Uppercase_Letter 15 60.0%
 
Decimal_Number 10 40.0%
 
ValueCountFrequency (%) 
Latin 15 60.0%
 
Common 10 40.0%
 
ValueCountFrequency (%) 
ASCII 25 100.0%
 

ZORGPRODUCT_CD
Real number (ℝ≥0)

Distinct count5880
Unique (%)2.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean441766792.3267948
Minimum10501002
Maximum998418081
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum10501002
5-th percentile28999036
Q199799050
median149599030
Q3990004006
95-th percentile990416029
Maximum998418081
Range987917079
Interquartile range (IQR)890204956

Descriptive statistics

Standard deviation429373913.8
Coefficient of variation (CV)0.9719470119
Kurtosis-1.74209471
Mean441766792.3
Median Absolute Deviation (MAD)414598958
Skewness0.4626516201
Sum1.031693331e+14
Variance1.843619578e+17
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.05010020e+07 1.05010105e+07 1.11010025e+07 1.11010105e+07 1.13010025e+07 ... 9.98418074e+08 9.98418078e+08 9.98418080e+08 9.98418080e+08 9.98418081e+08], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
990004009 1687 0.7%
 
990004007 1664 0.7%
 
990003004 1663 0.7%
 
990004006 1345 0.6%
 
990356076 1165 0.5%
 
990356073 1083 0.5%
 
990003007 1066 0.5%
 
131999228 1009 0.4%
 
131999164 1000 0.4%
 
199299013 964 0.4%
 
Other values (5870) 220892 94.6%
 
ValueCountFrequency (%) 
10501002 6 < 0.1%
 
10501003 8 < 0.1%
 
10501004 8 < 0.1%
 
10501005 8 < 0.1%
 
10501007 3 < 0.1%
 
ValueCountFrequency (%) 
998418081 112 < 0.1%
 
998418080 97 < 0.1%
 
998418079 26 < 0.1%
 
998418077 5 < 0.1%
 
998418076 5 < 0.1%
 

AANTAL_PAT_PER_ZPD
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count8475
Unique (%)3.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean504.21537394342675
Minimum1
Maximum152465
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum1
5-th percentile1
Q13
median14
Q3102
95-th percentile1706
Maximum152465
Range152464
Interquartile range (IQR)99

Descriptive statistics

Standard deviation3091.237089
Coefficient of variation (CV)6.130787059
Kurtosis374.465047
Mean504.2153739
Median Absolute Deviation (MAD)803.7532659
Skewness16.20594033
Sum117753450
Variance9555746.743
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.00000e+00 1.50000e+00 2.50000e+00 3.50000e+00 4.50000e+00 ... 4.79355e+04 6.48980e+04 8.49230e+04 1.08964e+05 1.52465e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 38661 16.6%
 
2 19000 8.1%
 
3 12303 5.3%
 
4 9073 3.9%
 
5 7065 3.0%
 
6 5927 2.5%
 
7 4927 2.1%
 
8 4168 1.8%
 
9 3875 1.7%
 
10 3376 1.4%
 
Other values (8465) 125163 53.6%
 
ValueCountFrequency (%) 
1 38661 16.6%
 
2 19000 8.1%
 
3 12303 5.3%
 
4 9073 3.9%
 
5 7065 3.0%
 
ValueCountFrequency (%) 
152465 1 < 0.1%
 
147127 1 < 0.1%
 
144491 1 < 0.1%
 
108986 1 < 0.1%
 
108942 1 < 0.1%
 

AANTAL_SUBTRAJECT_PER_ZPD
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
Distinct count9029
Unique (%)3.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean585.8709460558881
Minimum1
Maximum239632
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum1
5-th percentile1
Q13
median14
Q3111
95-th percentile1928
Maximum239632
Range239631
Interquartile range (IQR)108

Descriptive statistics

Standard deviation3882.47443
Coefficient of variation (CV)6.626842406
Kurtosis704.8303162
Mean585.8709461
Median Absolute Deviation (MAD)939.851227
Skewness20.87549947
Sum136823129
Variance15073607.7
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000000e+00 1.500000e+00 2.500000e+00 3.500000e+00 4.500000e+00 ... 5.180450e+04 6.940750e+04 1.038255e+05 1.517190e+05 2.396320e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 37293 16.0%
 
2 18653 8.0%
 
3 12189 5.2%
 
4 8933 3.8%
 
5 6998 3.0%
 
6 5897 2.5%
 
7 4943 2.1%
 
8 4145 1.8%
 
9 3801 1.6%
 
10 3401 1.5%
 
Other values (9019) 127285 54.5%
 
ValueCountFrequency (%) 
1 37293 16.0%
 
2 18653 8.0%
 
3 12189 5.2%
 
4 8933 3.8%
 
5 6998 3.0%
 
ValueCountFrequency (%) 
239632 1 < 0.1%
 
231931 1 < 0.1%
 
229679 1 < 0.1%
 
226567 1 < 0.1%
 
218433 1 < 0.1%
 

AANTAL_PAT_PER_DIAG
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count7328
Unique (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7645.161339910422
Minimum1
Maximum208424
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum1
5-th percentile42
Q1416
median1725
Q36467
95-th percentile36535
Maximum208424
Range208423
Interquartile range (IQR)6051

Descriptive statistics

Standard deviation17521.54892
Coefficient of variation (CV)2.291848155
Kurtosis31.50762579
Mean7645.16134
Median Absolute Deviation (MAD)9215.239008
Skewness4.914266766
Sum1785435689
Variance307004676.4
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000000e+00 1.500000e+00 1.250000e+01 1.850000e+01 2.150000e+01 ... 1.383255e+05 1.538225e+05 1.623970e+05 1.983435e+05 2.084240e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 377 0.2%
 
19 371 0.2%
 
37 354 0.2%
 
20 354 0.2%
 
11 340 0.1%
 
9 334 0.1%
 
12 330 0.1%
 
2 327 0.1%
 
32 324 0.1%
 
21 322 0.1%
 
Other values (7318) 230105 98.5%
 
ValueCountFrequency (%) 
1 377 0.2%
 
2 327 0.1%
 
3 269 0.1%
 
4 296 0.1%
 
5 276 0.1%
 
ValueCountFrequency (%) 
208424 19 < 0.1%
 
203213 25 < 0.1%
 
202452 17 < 0.1%
 
200163 16 < 0.1%
 
198510 17 < 0.1%
 

AANTAL_SUBTRAJECT_PER_DIAG
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count8099
Unique (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10662.092327586945
Minimum1
Maximum336711
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum1
5-th percentile52
Q1541
median2350
Q38820
95-th percentile50809
Maximum336711
Range336710
Interquartile range (IQR)8279

Descriptive statistics

Standard deviation25178.36648
Coefficient of variation (CV)2.361484567
Kurtosis35.71828716
Mean10662.09233
Median Absolute Deviation (MAD)12921.38776
Skewness5.189359763
Sum2490003718
Variance633950138.8
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000000e+00 1.500000e+00 4.050000e+01 5.250000e+01 5.350000e+01 ... 2.439045e+05 2.468025e+05 2.634175e+05 3.248590e+05 3.367110e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 332 0.1%
 
13 279 0.1%
 
38 278 0.1%
 
34 271 0.1%
 
2 264 0.1%
 
93 263 0.1%
 
11 259 0.1%
 
22 259 0.1%
 
46 259 0.1%
 
20 257 0.1%
 
Other values (8089) 230817 98.8%
 
ValueCountFrequency (%) 
1 332 0.1%
 
2 264 0.1%
 
3 257 0.1%
 
4 235 0.1%
 
5 218 0.1%
 
ValueCountFrequency (%) 
336711 19 < 0.1%
 
326565 25 < 0.1%
 
323153 20 < 0.1%
 
293735 17 < 0.1%
 
289859 17 < 0.1%
 

AANTAL_PAT_PER_SPC
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count234
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean669125.3314878093
Minimum4
Maximum1489527
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum4
5-th percentile45746
Q1286060
median744725
Q3995553
95-th percentile1334838
Maximum1489527
Range1489523
Interquartile range (IQR)709493

Descriptive statistics

Standard deviation410521.7659
Coefficient of variation (CV)0.6135199889
Kurtosis-1.024536983
Mean669125.3315
Median Absolute Deviation (MAD)354762.2454
Skewness0.04354448669
Sum1.562661917e+11
Variance1.685281203e+11
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[4.0000000e+00 1.5000000e+01 2.9000000e+01 4.3000000e+01 5.3500000e+01 ... 1.3330800e+06 1.3783645e+06 1.4362550e+06 1.4700730e+06 1.4895270e+06], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
880991 5102 2.2%
 
873252 4354 1.9%
 
843723 4348 1.9%
 
886628 4324 1.9%
 
828119 4204 1.8%
 
1077849 3887 1.7%
 
1064039 3851 1.6%
 
1028641 3828 1.6%
 
1040347 3810 1.6%
 
980824 3757 1.6%
 
Other values (224) 192073 82.2%
 
ValueCountFrequency (%) 
4 3 < 0.1%
 
7 8 < 0.1%
 
10 4 < 0.1%
 
20 28 < 0.1%
 
24 35 < 0.1%
 
ValueCountFrequency (%) 
1489527 2976 1.3%
 
1450619 3054 1.3%
 
1421891 3564 1.5%
 
1334838 3540 1.5%
 
1331322 3547 1.5%
 

AANTAL_SUBTRAJECT_PER_SPC
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count236
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1048057.1340252978
Minimum4
Maximum2538563
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum4
5-th percentile49064
Q1458322
median1065599
Q31719589
95-th percentile2185552
Maximum2538563
Range2538559
Interquartile range (IQR)1261267

Descriptive statistics

Standard deviation698522.2421
Coefficient of variation (CV)0.6664925217
Kurtosis-0.8986604022
Mean1048057.134
Median Absolute Deviation (MAD)585981.357
Skewness0.2923463218
Sum2.44761167e+11
Variance4.879333227e+11
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[4.0000000e+00 2.2500000e+01 2.8500000e+01 7.1500000e+01 1.1000000e+02 ... 2.1265190e+06 2.3105390e+06 2.4625105e+06 2.5140290e+06 2.5385630e+06], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1211567 5102 2.2%
 
1279749 4354 1.9%
 
1215804 4348 1.9%
 
1300629 4324 1.9%
 
1208398 4204 1.8%
 
2538563 3887 1.7%
 
2489495 3851 1.6%
 
2435526 3828 1.6%
 
2067486 3810 1.6%
 
2185552 3757 1.6%
 
Other values (226) 192073 82.2%
 
ValueCountFrequency (%) 
4 3 < 0.1%
 
8 8 < 0.1%
 
10 4 < 0.1%
 
21 14 < 0.1%
 
24 11 < 0.1%
 
ValueCountFrequency (%) 
2538563 3887 1.7%
 
2489495 3851 1.6%
 
2435526 3828 1.6%
 
2185552 3757 1.6%
 
2067486 3810 1.6%
 

GEMIDDELDE_VERKOOPPRIJS
Real number (ℝ≥0)

MISSING
Distinct count3032
Unique (%)1.5%
Missing36127
Missing (%)15.5%
Infinite0
Infinite (%)0.0%
Mean3496.6998292901612
Minimum70.0
Maximum287220.0
Zeros0
Zeros (%)0.0%
Memory size1.8 MiB

Quantile statistics

Minimum70
5-th percentile140
Q1460
median1235
Q34015
95-th percentile13215
Maximum287220
Range287150
Interquartile range (IQR)3555

Descriptive statistics

Standard deviation6643.232732
Coefficient of variation (CV)1.899857882
Kurtosis180.997742
Mean3496.699829
Median Absolute Deviation (MAD)3584.289503
Skewness8.182229188
Sum690287010
Variance44132541.13
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
160 1851 0.8%
 
105 1704 0.7%
 
110 1416 0.6%
 
180 1331 0.6%
 
300 1214 0.5%
 
140 1182 0.5%
 
145 1023 0.4%
 
295 997 0.4%
 
500 992 0.4%
 
185 970 0.4%
 
Other values (3022) 184731 79.1%
 
(Missing) 36127 15.5%
 
ValueCountFrequency (%) 
70 226 0.1%
 
75 74 < 0.1%
 
80 359 0.2%
 
85 828 0.4%
 
90 441 0.2%
 
ValueCountFrequency (%) 
287220 8 < 0.1%
 
148910 3 < 0.1%
 
142880 4 < 0.1%
 
122155 4 < 0.1%
 
116765 3 < 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

VERSIEDATUM_BESTANDPEILDATUMJAARBEHANDELEND_SPECIALISME_CDTYPERENDE_DIAGNOSE_CDZORGPRODUCT_CDAANTAL_PAT_PER_ZPDAANTAL_SUBTRAJECT_PER_ZPDAANTAL_PAT_PER_DIAGAANTAL_SUBTRAJECT_PER_DIAGAANTAL_PAT_PER_SPCAANTAL_SUBTRAJECT_PER_SPCGEMIDDELDE_VERKOOPPRIJS
01.02020-04-242020-04-012012-01-01301751797990331979201210309211925812967501856605255.0
11.02020-04-242020-04-012012-01-013017517979900355103092119258129675018566052165.0
21.02020-04-242020-04-012012-01-01301751797990131110309211925812967501856605NaN
31.02020-04-242020-04-012012-01-01301751797990419910309211925812967501856605NaN
41.02020-04-242020-04-012012-01-0130175179799007212210309211925812967501856605575.0
51.02020-04-242020-04-012012-01-01301751797990451110309211925812967501856605NaN
61.02020-04-242020-04-012012-01-013017517979904691010309211925812967501856605NaN
71.02020-04-242020-04-012012-01-0130175179799025192110309211925812967501856605570.0
81.02020-04-242020-04-012012-01-013017517979903786293979551030921192581296750185660575.0
91.02020-04-242020-04-012012-01-0130175179799012313110309211925812967501856605680.0

Last rows

VERSIEDATUM_BESTANDPEILDATUMJAARBEHANDELEND_SPECIALISME_CDTYPERENDE_DIAGNOSE_CDZORGPRODUCT_CDAANTAL_PAT_PER_ZPDAANTAL_SUBTRAJECT_PER_ZPDAANTAL_PAT_PER_DIAGAANTAL_SUBTRAJECT_PER_DIAGAANTAL_PAT_PER_SPCAANTAL_SUBTRAJECT_PER_SPCGEMIDDELDE_VERKOOPPRIJS
2335281.02020-04-242020-04-012018-01-01327011299002719889414739421728184576336251220.0
2335291.02020-04-242020-04-012018-01-01327061399002718584853516490818457633625114230.0
2335301.02020-04-242020-04-012018-01-0132706139900271811681703516490818457633625118095.0
2335311.02020-04-242020-04-012018-01-013270613990027131474835164908184576336251165.0
2335321.02020-04-242020-04-012018-01-01327061399002719954457135164908184576336251850.0
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